Thanks, this solves the problem.
add_filter( 'wpseo_opengraph_title', function($title){
global $post;
$meta = get_post_meta($post->ID, '_yoast_wpseo_opengraph-title', true);
// use post title only if og:title is not set
if( empty($meta) && !empty($post->post_title) ){
$title = $post->post_title;
}
return $title;
});